The review sat on the kitchen counter, a pristine white rectangle of pure poison. Chef Antoine ran a hand through his thinning hair, the gesture more a reflex than an attempt at grooming. He hadn't shaved in days; the stubble felt like a gritty reminder of his current state. Outside, the Parisian rain mirrored the gloom settling inside him. He hadn't tasted anything besides instant coffee in nearly a week. His restaurant, 'Le Fleur Delicieux', was supposed to be his triumph. Now, it felt like a tomb.

The words, “over-seasoned,” “lacking in innovation,” and “a pale imitation of true haute cuisine” echoed in his mind, each syllable a fresh wound. Antoine shuffled towards the small, empty dining room. Dust motes danced in the muted sunlight. He felt an overwhelming tiredness, a heavy cloak he couldn't seem to shed. He pulled a chair out at a table, stared at the empty place settings and quietly thought to himself. *Maybe I should just close it all down*.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307